PHP code example of rubix / colors

1. Go to this page and download the library: Download rubix/colors library. Choose the download type require.

2. Extract the ZIP file and open the index.php.

3. Add this code to the index.php.

    
        
<?php
require_once('vendor/autoload.php');

/* Start to develop here. Best regards https://php-download.com/ */

rubix / colors example snippets


use Rubix\ML\Datasets\Generators\Agglomerate;
use Rubix\ML\Datasets\Generators\Blob;

$generator = new Agglomerate([
    'red' => new Blob([255, 0, 0], 20.0),
    'orange' => new Blob([255, 128, 0], 10.0),
    'yellow' => new Blob([255, 255, 0], 10.0),
    'green' => new Blob([0, 128, 0], 20.0),
    'blue' => new Blob([0, 0, 255], 20.0),
    'aqua' => new Blob([0, 255, 255], 10.0),
    'purple' => new Blob([128, 0, 255], 10.0),
    'pink' => new Blob([255, 0, 255], 10.0),
    'magenta' => new Blob([255, 0, 128], 10.0),
    'black' => new Blob([0, 0, 0], 10.0),
]);


[$training, $testing] = $generator->generate(5000)->stratifiedSplit(0.8);


use Rubix\ML\Clusterers\KMeans;

$estimator = new KMeans(10);


$estimator->train($training);


use Rubix\ML\Extractors\CSV;

$extractor = new CSV('progress.csv', true);

$extractor->export($estimator->steps());


$predictions = $estimator->predict($testing);


use Rubix\ML\CrossValidation\Reports\ContingencyTable;

$report = new ContingencyTable();

$results = $report->generate($predictions, $testing->labels());


$ php train.php